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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180264  47.385%  (99.180% of non-spam corpus)
# Correctly spam:     118514  31.153%  (59.653% of spam corpus)
# False positives:      1491  0.392%  (0.820% of nonspam, 104737 weighted)
# False negatives:     80159  21.071%  (40.347% of spam, 205591 weighted)
# Average score for spam:  10.7    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              380428  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22654  99.26%
# Correctly spam:      14843  59.78%
# False positives:       170  0.74%
# False negatives:      9985  40.22%
# TCR(l=50): 1.343143  SpamRecall: 59.783%  SpamPrec: 98.868%

##### 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: 181074  99.63%
# Correctly spam:      56245  28.31%
# False positives:       681  0.37%
# False negatives:    142428  71.69%
# TCR(l=50): 1.125766  SpamRecall: 28.310%  SpamPrec: 98.804%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22755  99.70%
# Correctly spam:       7016  28.26%
# False positives:        69  0.30%
# False negatives:     17812  71.74%
# TCR(l=50): 1.167717  SpamRecall: 28.258%  SpamPrec: 99.026%