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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150030  17.541%  (99.268% of non-spam corpus)
# Correctly spam:     340193  39.774%  (48.310% of spam corpus)
# False positives:      1107  0.129%  (0.732% of nonspam, 320375 weighted)
# False negatives:    363994  42.556%  (51.690% of spam, 836379 weighted)
# Average score for spam:  11.8    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              855324  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18832  99.18%
# Correctly spam:      42516  48.40%
# False positives:       155  0.82%
# False negatives:     45333  51.60%
# TCR(l=50): 1.654937  SpamRecall: 48.397%  SpamPrec: 99.637%

##### 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: 150719  99.72%
# Correctly spam:     177373  25.19%
# False positives:       418  0.28%
# False negatives:    526814  74.81%
# TCR(l=50): 1.285684  SpamRecall: 25.188%  SpamPrec: 99.765%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18933  99.72%
# Correctly spam:      22109  25.17%
# False positives:        54  0.28%
# False negatives:     65740  74.83%
# TCR(l=50): 1.283591  SpamRecall: 25.167%  SpamPrec: 99.756%