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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123283  10.331%  (99.478% of non-spam corpus)
# Correctly spam:     954947  80.023%  (89.297% of spam corpus)
# False positives:       647  0.054%  (0.522% of nonspam, 164173 weighted)
# False negatives:    114460  9.592%  (10.703% of spam, 267770 weighted)
# Average score for spam:  9.1    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1193337  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15449  99.30%
# Correctly spam:     119484  89.54%
# False positives:       109  0.70%
# False negatives:     13957  10.46%
# TCR(l=50): 6.875921  SpamRecall: 89.541%  SpamPrec: 99.909%

##### 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: 118180  95.36%
# Correctly spam:     426604  39.89%
# False positives:      5750  4.64%
# False negatives:    642803  60.11%
# TCR(l=50): 1.149525  SpamRecall: 39.892%  SpamPrec: 98.670%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14860  95.51%
# Correctly spam:      52992  39.71%
# False positives:       698  4.49%
# False negatives:     80449  60.29%
# TCR(l=50): 1.156846  SpamRecall: 39.712%  SpamPrec: 98.700%