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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128927  15.094%  (99.629% of non-spam corpus)
# Correctly spam:     426451  49.926%  (58.840% of spam corpus)
# False positives:       480  0.056%  (0.371% of nonspam, 171046 weighted)
# False negatives:    298316  34.925%  (41.160% of spam, 853335 weighted)
# Average score for spam:  6.4    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              854174  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16177  99.55%
# Correctly spam:      53304  58.99%
# False positives:        73  0.45%
# False negatives:     37054  41.01%
# TCR(l=50): 2.219880  SpamRecall: 58.992%  SpamPrec: 99.863%

##### 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: 129183  99.83%
# Correctly spam:     419285  57.85%
# False positives:       224  0.17%
# False negatives:    305482  42.15%
# TCR(l=50): 2.288627  SpamRecall: 57.851%  SpamPrec: 99.947%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16216  99.79%
# Correctly spam:      52499  58.10%
# False positives:        34  0.21%
# False negatives:     37859  41.90%
# TCR(l=50): 2.284133  SpamRecall: 58.101%  SpamPrec: 99.935%