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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 217002  36.432%  (97.421% of non-spam corpus)
# Correctly spam:     307576  51.639%  (82.485% of spam corpus)
# False positives:      5745  0.965%  (2.579% of nonspam, 876850 weighted)
# False negatives:     65310  10.965%  (17.515% of spam, 160024 weighted)
# Average score for spam:  10.3    nonspam: -1.1
# Average for false-pos:   9.1  false-neg: 2.5
# TOTAL:              595633  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27146  97.42%
# Correctly spam:      38317  82.51%
# False positives:       719  2.58%
# False negatives:      8125  17.49%
# TCR(l=50): 1.053704  SpamRecall: 82.505%  SpamPrec: 98.158%

##### 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: 219254  98.43%
# Correctly spam:     133408  35.78%
# False positives:      3493  1.57%
# False negatives:    239478  64.22%
# TCR(l=50): 0.900412  SpamRecall: 35.777%  SpamPrec: 97.449%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27420  98.40%
# Correctly spam:      16689  35.94%
# False positives:       445  1.60%
# False negatives:     29753  64.06%
# TCR(l=50): 0.893064  SpamRecall: 35.935%  SpamPrec: 97.403%