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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181078  14.854%  (98.783% of non-spam corpus)
# Correctly spam:     967943  79.402%  (93.455% of spam corpus)
# False positives:      2230  0.183%  (1.217% of nonspam, 1034045 weighted)
# False negatives:     67787  5.561%  (6.545% of spam, 136893 weighted)
# Average score for spam:  13.2    nonspam: -0.8
# Average for false-pos:   8.2  false-neg: 2.0
# TOTAL:              1219038  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22720  98.71%
# Correctly spam:     120936  93.53%
# False positives:       297  1.29%
# False negatives:      8360  6.47%
# TCR(l=50): 5.570702  SpamRecall: 93.534%  SpamPrec: 99.755%

##### 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: 180221  98.32%
# Correctly spam:     604549  58.37%
# False positives:      3087  1.68%
# False negatives:    431181  41.63%
# TCR(l=50): 1.768873  SpamRecall: 58.369%  SpamPrec: 99.492%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22641  98.37%
# Correctly spam:      75590  58.46%
# False positives:       376  1.63%
# False negatives:     53706  41.54%
# TCR(l=50): 1.783246  SpamRecall: 58.463%  SpamPrec: 99.505%