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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127582  42.249%  (98.893% of non-spam corpus)
# Correctly spam:     141256  46.777%  (81.667% of spam corpus)
# False positives:      1428  0.473%  (1.107% of nonspam, 158050 weighted)
# False negatives:     31709  10.501%  (18.333% of spam,  68069 weighted)
# Average score for spam:  11.3    nonspam: 0.2
# Average for false-pos:   8.3  false-neg: 2.1
# TOTAL:              301975  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16018  98.85%
# Correctly spam:      17716  81.47%
# False positives:       187  1.15%
# False negatives:      4030  18.53%
# TCR(l=50): 1.625262  SpamRecall: 81.468%  SpamPrec: 98.955%

##### 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: 127708  98.99%
# Correctly spam:      96629  55.87%
# False positives:      1302  1.01%
# False negatives:     76336  44.13%
# TCR(l=50): 1.222921  SpamRecall: 55.866%  SpamPrec: 98.670%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16048  99.03%
# Correctly spam:      12138  55.82%
# False positives:       157  0.97%
# False negatives:      9608  44.18%
# TCR(l=50): 1.245618  SpamRecall: 55.817%  SpamPrec: 98.723%