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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 711881  52.753%  (99.595% of non-spam corpus)
# Correctly spam:     465855  34.522%  (73.400% of spam corpus)
# False positives:      2897  0.215%  (0.405% of nonspam,  75869 weighted)
# False negatives:    168828  12.511%  (26.600% of spam, 421043 weighted)
# Average score for spam:  10.3    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              1349461  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88810  99.59%
# Correctly spam:      58473  73.81%
# False positives:       369  0.41%
# False negatives:     20750  26.19%
# TCR(l=50): 2.020995  SpamRecall: 73.808%  SpamPrec: 99.373%

##### 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: 699620  97.88%
# Correctly spam:     224534  35.38%
# False positives:     15158  2.12%
# False negatives:    410149  64.62%
# TCR(l=50): 0.543370  SpamRecall: 35.377%  SpamPrec: 93.676%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  87317  97.91%
# Correctly spam:      28103  35.47%
# False positives:      1862  2.09%
# False negatives:     51120  64.53%
# TCR(l=50): 0.549320  SpamRecall: 35.473%  SpamPrec: 93.786%