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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144434  27.147%  (97.941% of non-spam corpus)
# Correctly spam:      65714  12.351%  (17.087% of spam corpus)
# False positives:      3036  0.571%  (2.059% of nonspam, 239130 weighted)
# False negatives:    318865  59.932%  (82.913% of spam, 879082 weighted)
# Average score for spam:  3.9    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 2.8
# TOTAL:              532049  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18127  97.90%
# Correctly spam:       8212  17.13%
# False positives:       388  2.10%
# False negatives:     39717  82.87%
# TCR(l=50): 0.810748  SpamRecall: 17.134%  SpamPrec: 95.488%

##### 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: 143815  97.52%
# Correctly spam:      45935  11.94%
# False positives:      3655  2.48%
# False negatives:    338644  88.06%
# TCR(l=50): 0.737598  SpamRecall: 11.944%  SpamPrec: 92.630%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18066  97.57%
# Correctly spam:       5621  11.73%
# False positives:       449  2.43%
# False negatives:     42308  88.27%
# TCR(l=50): 0.740125  SpamRecall: 11.728%  SpamPrec: 92.603%