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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167178  43.791%  (98.120% of non-spam corpus)
# Correctly spam:     200541  52.530%  (94.872% of spam corpus)
# False positives:      3204  0.839%  (1.880% of nonspam, 124854 weighted)
# False negatives:     10840  2.839%  (5.128% of spam,  31324 weighted)
# Average score for spam:  13.3    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              381763  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21031  98.04%
# Correctly spam:      25163  95.10%
# False positives:       421  1.96%
# False negatives:      1296  4.90%
# TCR(l=50): 1.184060  SpamRecall: 95.102%  SpamPrec: 98.354%

##### 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: 168994  99.19%
# Correctly spam:     126773  59.97%
# False positives:      1388  0.81%
# False negatives:     84608  40.03%
# TCR(l=50): 1.372533  SpamRecall: 59.974%  SpamPrec: 98.917%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21277  99.18%
# Correctly spam:      15828  59.82%
# False positives:       175  0.82%
# False negatives:     10631  40.18%
# TCR(l=50): 1.365203  SpamRecall: 59.821%  SpamPrec: 98.906%