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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149580  33.900%  (99.640% of non-spam corpus)
# Correctly spam:     154375  34.986%  (53.027% of spam corpus)
# False positives:       540  0.122%  (0.360% of nonspam,  62438 weighted)
# False negatives:    136749  30.992%  (46.973% of spam, 317519 weighted)
# Average score for spam:  8.5    nonspam: -0.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              441244  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18792  99.69%
# Correctly spam:      19128  52.60%
# False positives:        58  0.31%
# False negatives:     17240  47.40%
# TCR(l=50): 1.805760  SpamRecall: 52.596%  SpamPrec: 99.698%

##### 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: 149165  99.36%
# Correctly spam:      94243  32.37%
# False positives:       955  0.64%
# False negatives:    196881  67.63%
# TCR(l=50): 1.190054  SpamRecall: 32.372%  SpamPrec: 98.997%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18730  99.36%
# Correctly spam:      11793  32.43%
# False positives:       120  0.64%
# False negatives:     24575  67.57%
# TCR(l=50): 1.189469  SpamRecall: 32.427%  SpamPrec: 98.993%