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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169776  34.437%  (96.273% of non-spam corpus)
# Correctly spam:     254886  51.701%  (80.493% of spam corpus)
# False positives:      6572  1.333%  (3.727% of nonspam, 342823 weighted)
# False negatives:     61770  12.529%  (19.507% of spam, 175566 weighted)
# Average score for spam:  8.8    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              493004  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21318  96.15%
# Correctly spam:      31707  80.29%
# False positives:       854  3.85%
# False negatives:      7785  19.71%
# TCR(l=50): 0.782252  SpamRecall: 80.287%  SpamPrec: 97.377%

##### 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: 169761  96.26%
# Correctly spam:     178315  56.31%
# False positives:      6587  3.74%
# False negatives:    138341  43.69%
# TCR(l=50): 0.677062  SpamRecall: 56.312%  SpamPrec: 96.438%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21390  96.47%
# Correctly spam:      22147  56.08%
# False positives:       782  3.53%
# False negatives:     17345  43.92%
# TCR(l=50): 0.699655  SpamRecall: 56.080%  SpamPrec: 96.589%