Run
518540

Run 518540

Task 3594 (Supervised Classification) analcatdata_supreme Uploaded 30-01-2016 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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3837.67
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3645
Cross-validation details (10-fold Crossvalidation)
Number of instances
4052
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.983
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7946
Cross-validation details (10-fold Crossvalidation)
Recall
0.983
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0467
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3057
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.311
UserCPU time millis testing
0.044
UserCPU time millis training
9.267