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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 337236  35.416%  (99.722% of non-spam corpus)
# Correctly spam:     487616  51.208%  (79.410% of spam corpus)
# False positives:       940  0.099%  (0.278% of nonspam,  55953 weighted)
# False negatives:    126432  13.278%  (20.590% of spam, 288394 weighted)
# Average score for spam:  9.1    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.3
# TOTAL:              952224  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42050  99.71%
# Correctly spam:      60780  79.24%
# False positives:       123  0.29%
# False negatives:     15926  20.76%
# TCR(l=50): 3.474633  SpamRecall: 79.238%  SpamPrec: 99.798%

##### 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: 329675  97.49%
# Correctly spam:     301748  49.14%
# False positives:      8501  2.51%
# False negatives:    312300  50.86%
# TCR(l=50): 0.832777  SpamRecall: 49.141%  SpamPrec: 97.260%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41095  97.44%
# Correctly spam:      37704  49.15%
# False positives:      1078  2.56%
# False negatives:     39002  50.85%
# TCR(l=50): 0.825666  SpamRecall: 49.154%  SpamPrec: 97.220%