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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 235365  43.266%  (94.955% of non-spam corpus)
# Correctly spam:     194012  35.664%  (65.517% of spam corpus)
# False positives:     12505  2.299%  (5.045% of nonspam, 431647 weighted)
# False negatives:    102111  18.771%  (34.483% of spam, 259482 weighted)
# Average score for spam:  6.8    nonspam: 1.5
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              543993  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29370  94.94%
# Correctly spam:      24177  65.45%
# False positives:      1566  5.06%
# False negatives:     12763  34.55%
# TCR(l=50): 0.405653  SpamRecall: 65.449%  SpamPrec: 93.917%

##### 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: 235197  94.89%
# Correctly spam:     151215  51.06%
# False positives:     12673  5.11%
# False negatives:    144908  48.94%
# TCR(l=50): 0.380348  SpamRecall: 51.065%  SpamPrec: 92.267%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29414  95.08%
# Correctly spam:      18758  50.78%
# False positives:      1522  4.92%
# False negatives:     18182  49.22%
# TCR(l=50): 0.391803  SpamRecall: 50.780%  SpamPrec: 92.495%