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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127659  22.272%  (99.583% of non-spam corpus)
# Correctly spam:     301971  52.682%  (67.859% of spam corpus)
# False positives:       534  0.093%  (0.417% of nonspam, 114288 weighted)
# False negatives:    143028  24.953%  (32.141% of spam, 357219 weighted)
# Average score for spam:  14.3    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              573192  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16051  99.65%
# Correctly spam:      37648  67.86%
# False positives:        57  0.35%
# False negatives:     17833  32.14%
# TCR(l=50): 2.682445  SpamRecall: 67.857%  SpamPrec: 99.849%

##### 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: 127965  99.82%
# Correctly spam:     223150  50.15%
# False positives:       228  0.18%
# False negatives:    221849  49.85%
# TCR(l=50): 1.907828  SpamRecall: 50.146%  SpamPrec: 99.898%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16088  99.88%
# Correctly spam:      27825  50.15%
# False positives:        20  0.12%
# False negatives:     27656  49.85%
# TCR(l=50): 1.936104  SpamRecall: 50.152%  SpamPrec: 99.928%