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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177557  37.533%  (96.944% of non-spam corpus)
# Correctly spam:     198045  41.864%  (68.313% of spam corpus)
# False positives:      5598  1.183%  (3.056% of nonspam, 267748 weighted)
# False negatives:     91865  19.419%  (31.687% of spam, 196898 weighted)
# Average score for spam:  7.5    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              473065  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22238  96.70%
# Correctly spam:      24842  68.56%
# False positives:       760  3.30%
# False negatives:     11393  31.44%
# TCR(l=50): 0.733606  SpamRecall: 68.558%  SpamPrec: 97.031%

##### 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: 177840  97.10%
# Correctly spam:      42204  14.56%
# False positives:      5315  2.90%
# False negatives:    247706  85.44%
# TCR(l=50): 0.564625  SpamRecall: 14.558%  SpamPrec: 88.815%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22292  96.93%
# Correctly spam:       5209  14.38%
# False positives:       706  3.07%
# False negatives:     31026  85.62%
# TCR(l=50): 0.546317  SpamRecall: 14.376%  SpamPrec: 88.064%