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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180265  47.367%  (99.180% of non-spam corpus)
# Correctly spam:     118583  31.159%  (59.644% of spam corpus)
# False positives:      1490  0.392%  (0.820% of nonspam, 104741 weighted)
# False negatives:     80234  21.082%  (40.356% of spam, 205721 weighted)
# Average score for spam:  10.5    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              380572  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:      14854  59.78%
# False positives:       170  0.74%
# False negatives:      9993  40.22%
# TCR(l=50): 1.343589  SpamRecall: 59.782%  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:      56238  28.29%
# False positives:       681  0.37%
# False negatives:    142579  71.71%
# TCR(l=50): 1.125619  SpamRecall: 28.286%  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:       7052  28.38%
# False positives:        69  0.30%
# False negatives:     17795  71.62%
# TCR(l=50): 1.169546  SpamRecall: 28.382%  SpamPrec: 99.031%