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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143446  10.680%  (99.664% of non-spam corpus)
# Correctly spam:     1102047  82.048%  (91.895% of spam corpus)
# False positives:       483  0.036%  (0.336% of nonspam, 293661 weighted)
# False negatives:     97198  7.236%  (8.105% of spam, 248531 weighted)
# Average score for spam:  9.5    nonspam: -1.1
# Average for false-pos:   7.3  false-neg: 2.6
# TOTAL:              1343174  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17999  99.70%
# Correctly spam:     137388  91.71%
# False positives:        55  0.30%
# False negatives:     12424  8.29%
# TCR(l=50): 9.872941  SpamRecall: 91.707%  SpamPrec: 99.960%

##### 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: 143737  99.87%
# Correctly spam:     484371  40.39%
# False positives:       192  0.13%
# False negatives:    714874  59.61%
# TCR(l=50): 1.655332  SpamRecall: 40.390%  SpamPrec: 99.960%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18035  99.89%
# Correctly spam:      60689  40.51%
# False positives:        19  0.11%
# False negatives:     89123  59.49%
# TCR(l=50): 1.663229  SpamRecall: 40.510%  SpamPrec: 99.969%