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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150948  24.576%  (98.944% of non-spam corpus)
# Correctly spam:     249456  40.614%  (54.035% of spam corpus)
# False positives:      1611  0.262%  (1.056% of nonspam, 330991 weighted)
# False negatives:    212203  34.548%  (45.965% of spam, 850084 weighted)
# Average score for spam:  7.3    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 4.0
# TOTAL:              614218  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18980  98.96%
# Correctly spam:      25031  43.49%
# False positives:       199  1.04%
# False negatives:     32524  56.51%
# TCR(l=50): 1.355064  SpamRecall: 43.491%  SpamPrec: 99.211%

##### 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: 151352  99.21%
# Correctly spam:     132235  28.64%
# False positives:      1207  0.79%
# False negatives:    329424  71.36%
# TCR(l=50): 1.184427  SpamRecall: 28.643%  SpamPrec: 99.095%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19034  99.24%
# Correctly spam:      16532  28.72%
# False positives:       145  0.76%
# False negatives:     41023  71.28%
# TCR(l=50): 1.192281  SpamRecall: 28.724%  SpamPrec: 99.131%