Run
545693

Run 545693

Task 3888 (Supervised Classification) grub-damage Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.PART(6)Learner classif.PART from package(s) RWeka.
classif.PART(6)_seed1
classif.PART(6)_kindMersenne-Twister
classif.PART(6)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6231
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2683
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.6936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2903
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7097
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.7097
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1588
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.12
UserCPU time millis testing
0.534
UserCPU time millis training
0.586