Run
519616

Run 519616

Task 36 (Supervised Classification) segment Uploaded 05-02-2016 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
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9015
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2099.5525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0241
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9156
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1553
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4438
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.112
UserCPU time millis testing
0.114
UserCPU time millis training
13.998