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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145544  24.010%  (99.180% of non-spam corpus)
# Correctly spam:     135861  22.412%  (29.571% of spam corpus)
# False positives:      1204  0.199%  (0.820% of nonspam, 252208 weighted)
# False negatives:    323583  53.380%  (70.429% of spam, 704828 weighted)
# Average score for spam:  4.6    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 2.2
# TOTAL:              606192  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18260  99.14%
# Correctly spam:      17014  29.70%
# False positives:       158  0.86%
# False negatives:     40263  70.30%
# TCR(l=50): 1.189232  SpamRecall: 29.705%  SpamPrec: 99.080%

##### 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: 146173  99.61%
# Correctly spam:      69248  15.07%
# False positives:       575  0.39%
# False negatives:    390196  84.93%
# TCR(l=50): 1.096666  SpamRecall: 15.072%  SpamPrec: 99.176%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18346  99.61%
# Correctly spam:       8502  14.84%
# False positives:        72  0.39%
# False negatives:     48775  85.16%
# TCR(l=50): 1.093594  SpamRecall: 14.844%  SpamPrec: 99.160%