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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167007  16.353%  (98.936% of non-spam corpus)
# Correctly spam:     311834  30.535%  (36.581% of spam corpus)
# False positives:      1796  0.176%  (1.064% of nonspam, 516990 weighted)
# False negatives:    540608  52.936%  (63.419% of spam, 1456376 weighted)
# Average score for spam:  5.2    nonspam: 0.5
# Average for false-pos:   5.7  false-neg: 2.7
# TOTAL:              1021245  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21047  98.98%
# Correctly spam:      39173  36.84%
# False positives:       217  1.02%
# False negatives:     67157  63.16%
# TCR(l=50): 1.363083  SpamRecall: 36.841%  SpamPrec: 99.449%

##### 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: 168501  99.82%
# Correctly spam:      48974  5.75%
# False positives:       302  0.18%
# False negatives:    803468  94.25%
# TCR(l=50): 1.041382  SpamRecall: 5.745%  SpamPrec: 99.387%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21233  99.85%
# Correctly spam:       6046  5.69%
# False positives:        31  0.15%
# False negatives:    100284  94.31%
# TCR(l=50): 1.044150  SpamRecall: 5.686%  SpamPrec: 99.490%