Run
523421

Run 523421

Task 12 (Supervised Classification) mfeat-factors Uploaded 10-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9156
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1841.0449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.924
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0844
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.411
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.66
UserCPU time millis testing
14.779
UserCPU time millis training
2.881