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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 268718  41.957%  (99.453% of non-spam corpus)
# Correctly spam:     123675  19.310%  (33.402% of spam corpus)
# False positives:      1478  0.231%  (0.547% of nonspam,  62586 weighted)
# False negatives:    246590  38.502%  (66.598% of spam, 572058 weighted)
# Average score for spam:  4.5    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              640461  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33622  99.54%
# Correctly spam:      15934  34.54%
# False positives:       157  0.46%
# False negatives:     30199  65.46%
# TCR(l=50): 1.212463  SpamRecall: 34.539%  SpamPrec: 99.024%

##### 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: 265759  98.36%
# Correctly spam:      51503  13.91%
# False positives:      4437  1.64%
# False negatives:    318762  86.09%
# TCR(l=50): 0.684900  SpamRecall: 13.910%  SpamPrec: 92.068%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33260  98.46%
# Correctly spam:       6447  13.97%
# False positives:       519  1.54%
# False negatives:     39686  86.03%
# TCR(l=50): 0.702861  SpamRecall: 13.975%  SpamPrec: 92.550%
