##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164803  13.847%  (92.833% of non-spam corpus)
# Correctly spam:     853022  71.672%  (84.237% of spam corpus)
# False positives:     12724  1.069%  (7.167% of nonspam, 1930968 weighted)
# False negatives:    159623  13.412%  (15.763% of spam, 317736 weighted)
# Average score for spam:  8.6    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.0
# TOTAL:              1190172  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20747  93.02%
# Correctly spam:     106952  84.62%
# False positives:      1557  6.98%
# False negatives:     19439  15.38%
# TCR(l=50): 1.299129  SpamRecall: 84.620%  SpamPrec: 98.565%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175662  98.95%
# Correctly spam:     272650  26.92%
# False positives:      1865  1.05%
# False negatives:    739995  73.08%
# TCR(l=50): 1.215303  SpamRecall: 26.925%  SpamPrec: 99.321%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22106  99.11%
# Correctly spam:      33885  26.81%
# False positives:       198  0.89%
# False negatives:     92506  73.19%
# TCR(l=50): 1.234215  SpamRecall: 26.810%  SpamPrec: 99.419%
