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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165769  46.188%  (99.510% of non-spam corpus)
# Correctly spam:     133835  37.291%  (69.593% of spam corpus)
# False positives:       816  0.227%  (0.490% of nonspam,  59071 weighted)
# False negatives:     58477  16.294%  (30.407% of spam, 124421 weighted)
# Average score for spam:  12.0    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 2.1
# TOTAL:              358897  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20867  99.45%
# Correctly spam:      16765  69.52%
# False positives:       116  0.55%
# False negatives:      7352  30.48%
# TCR(l=50): 1.833714  SpamRecall: 69.515%  SpamPrec: 99.313%

##### 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: 166167  99.75%
# Correctly spam:      82285  42.79%
# False positives:       418  0.25%
# False negatives:    110027  57.21%
# TCR(l=50): 1.468849  SpamRecall: 42.787%  SpamPrec: 99.495%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20924  99.72%
# Correctly spam:      10292  42.68%
# False positives:        59  0.28%
# False negatives:     13825  57.32%
# TCR(l=50): 1.437675  SpamRecall: 42.675%  SpamPrec: 99.430%