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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 797533  53.200%  (99.354% of non-spam corpus)
# Correctly spam:     559848  37.345%  (80.389% of spam corpus)
# False positives:      5183  0.346%  (0.646% of nonspam, 126869 weighted)
# False negatives:    136572  9.110%  (19.611% of spam, 286184 weighted)
# Average score for spam:  8.9    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.1
# TOTAL:              1499136  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  99112  99.10%
# Correctly spam:      69837  80.39%
# False positives:       901  0.90%
# False negatives:     17032  19.61%
# TCR(l=50): 1.399262  SpamRecall: 80.393%  SpamPrec: 98.726%

##### 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: 786375  97.96%
# Correctly spam:     284116  40.80%
# False positives:     16341  2.04%
# False negatives:    412304  59.20%
# TCR(l=50): 0.566493  SpamRecall: 40.797%  SpamPrec: 94.561%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  97963  97.95%
# Correctly spam:      35520  40.89%
# False positives:      2050  2.05%
# False negatives:     51349  59.11%
# TCR(l=50): 0.564638  SpamRecall: 40.889%  SpamPrec: 94.544%