Run
512280

Run 512280

Task 3877 (Supervised Classification) analcatdata_dmft Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_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
0.4984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.755
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.197
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6485
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7123
Cross-validation details (10-fold Crossvalidation)
Recall
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1214
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.89
UserCPU time millis testing
0.082
UserCPU time millis training
2.808