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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123316  33.226%  (94.447% of non-spam corpus)
# Correctly spam:      96660  26.044%  (40.178% of spam corpus)
# False positives:      7251  1.954%  (5.553% of nonspam, 397664 weighted)
# False negatives:    143920  38.777%  (59.822% of spam, 341647 weighted)
# Average score for spam:  4.6    nonspam: 1.6
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              371147  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15393  93.96%
# Correctly spam:      12047  40.03%
# False positives:       989  6.04%
# False negatives:     18048  59.97%
# TCR(l=50): 0.445865  SpamRecall: 40.030%  SpamPrec: 92.413%

##### 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: 123172  94.34%
# Correctly spam:      67218  27.94%
# False positives:      7395  5.66%
# False negatives:    173362  72.06%
# TCR(l=50): 0.442966  SpamRecall: 27.940%  SpamPrec: 90.089%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15453  94.33%
# Correctly spam:       8312  27.62%
# False positives:       929  5.67%
# False negatives:     21783  72.38%
# TCR(l=50): 0.441062  SpamRecall: 27.619%  SpamPrec: 89.947%