Run
522339

Run 522339

Task 3842 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3669.1798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7129
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
65.821
UserCPU time millis testing
0.086
UserCPU time millis training
65.735