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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134700  13.081%  (98.343% of non-spam corpus)
# Correctly spam:     836070  81.194%  (93.651% of spam corpus)
# False positives:      2269  0.220%  (1.657% of nonspam, 488254 weighted)
# False negatives:     56682  5.505%  (6.349% of spam, 167615 weighted)
# Average score for spam:  13.7    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 3.0
# TOTAL:              1029721  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16876  98.37%
# Correctly spam:     104765  93.99%
# False positives:       280  1.63%
# False negatives:      6700  6.01%
# TCR(l=50): 5.384783  SpamRecall: 93.989%  SpamPrec: 99.733%

##### 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: 135095  98.63%
# Correctly spam:     342575  38.37%
# False positives:      1874  1.37%
# False negatives:    550177  61.63%
# TCR(l=50): 1.386526  SpamRecall: 38.373%  SpamPrec: 99.456%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16931  98.69%
# Correctly spam:      42295  37.94%
# False positives:       225  1.31%
# False negatives:     69170  62.06%
# TCR(l=50): 1.386036  SpamRecall: 37.945%  SpamPrec: 99.471%