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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163682  13.749%  (97.808% of non-spam corpus)
# Correctly spam:     388696  32.651%  (37.992% of spam corpus)
# False positives:      3669  0.308%  (2.192% of nonspam, 687582 weighted)
# False negatives:    634415  53.291%  (62.008% of spam, 1662476 weighted)
# Average score for spam:  5.1    nonspam: 0.7
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1190462  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20593  97.74%
# Correctly spam:      48593  38.06%
# False positives:       476  2.26%
# False negatives:     79066  61.94%
# TCR(l=50): 1.241022  SpamRecall: 38.065%  SpamPrec: 99.030%

##### 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: 163170  97.50%
# Correctly spam:     355668  34.76%
# False positives:      4181  2.50%
# False negatives:    667443  65.24%
# TCR(l=50): 1.167278  SpamRecall: 34.763%  SpamPrec: 98.838%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20535  97.47%
# Correctly spam:      44377  34.76%
# False positives:       534  2.53%
# False negatives:     83282  65.24%
# TCR(l=50): 1.160726  SpamRecall: 34.762%  SpamPrec: 98.811%