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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178264  42.263%  (96.625% of non-spam corpus)
# Correctly spam:     196374  46.557%  (82.751% of spam corpus)
# False positives:      6227  1.476%  (3.375% of nonspam, 250195 weighted)
# False negatives:     40932  9.704%  (17.249% of spam,  94400 weighted)
# Average score for spam:  23.3    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              421797  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22364  96.59%
# Correctly spam:      24695  83.19%
# False positives:       789  3.41%
# False negatives:      4990  16.81%
# TCR(l=50): 0.667979  SpamRecall: 83.190%  SpamPrec: 96.904%

##### 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: 179174  97.12%
# Correctly spam:     136285  57.43%
# False positives:      5317  2.88%
# False negatives:    101021  42.57%
# TCR(l=50): 0.646838  SpamRecall: 57.430%  SpamPrec: 96.245%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22498  97.17%
# Correctly spam:      17149  57.77%
# False positives:       655  2.83%
# False negatives:     12536  42.23%
# TCR(l=50): 0.655501  SpamRecall: 57.770%  SpamPrec: 96.321%