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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162654  7.878%  (99.331% of non-spam corpus)
# Correctly spam:     1193712  57.815%  (62.795% of spam corpus)
# False positives:      1096  0.053%  (0.669% of nonspam, 812255 weighted)
# False negatives:    707245  34.254%  (37.205% of spam, 2273897 weighted)
# Average score for spam:  9.0    nonspam: -1.0
# Average for false-pos:   6.4  false-neg: 3.2
# TOTAL:              2064707  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20516  99.40%
# Correctly spam:     149142  62.79%
# False positives:       123  0.60%
# False negatives:     88393  37.21%
# TCR(l=50): 2.512455  SpamRecall: 62.787%  SpamPrec: 99.918%

##### 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: 163270  99.71%
# Correctly spam:     526600  27.70%
# False positives:       480  0.29%
# False negatives:    1374357  72.30%
# TCR(l=50): 1.359422  SpamRecall: 27.702%  SpamPrec: 99.909%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20574  99.69%
# Correctly spam:      66021  27.79%
# False positives:        65  0.31%
# False negatives:    171514  72.21%
# TCR(l=50): 1.359176  SpamRecall: 27.794%  SpamPrec: 99.902%