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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149370  18.065%  (99.235% of non-spam corpus)
# Correctly spam:     538305  65.104%  (79.594% of spam corpus)
# False positives:      1152  0.139%  (0.765% of nonspam, 322422 weighted)
# False negatives:    138012  16.692%  (20.406% of spam, 250032 weighted)
# Average score for spam:  14.5    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              826839  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18763  99.18%
# Correctly spam:      67093  79.52%
# False positives:       156  0.82%
# False negatives:     17279  20.48%
# TCR(l=50): 3.364249  SpamRecall: 79.520%  SpamPrec: 99.768%

##### 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: 150081  99.71%
# Correctly spam:     451467  66.75%
# False positives:       441  0.29%
# False negatives:    224850  33.25%
# TCR(l=50): 2.739235  SpamRecall: 66.754%  SpamPrec: 99.902%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18855  99.66%
# Correctly spam:      56315  66.75%
# False positives:        64  0.34%
# False negatives:     28057  33.25%
# TCR(l=50): 2.699299  SpamRecall: 66.746%  SpamPrec: 99.886%