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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127664  22.268%  (99.587% of non-spam corpus)
# Correctly spam:     302023  52.681%  (67.853% of spam corpus)
# False positives:       529  0.092%  (0.413% of nonspam, 113445 weighted)
# False negatives:    143093  24.959%  (32.147% of spam, 357346 weighted)
# Average score for spam:  14.3    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              573309  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:      37692  67.92%
# False positives:        57  0.35%
# False negatives:     17800  32.08%
# TCR(l=50): 2.687264  SpamRecall: 67.923%  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:     223199  50.14%
# False positives:       228  0.18%
# False negatives:    221917  49.86%
# TCR(l=50): 1.907774  SpamRecall: 50.144%  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:      27884  50.25%
# False positives:        20  0.12%
# False negatives:     27608  49.75%
# TCR(l=50): 1.939737  SpamRecall: 50.249%  SpamPrec: 99.928%