Run
514378

Run 514378

Task 9903 (Supervised Classification) autoUniv-au7-500 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
0.6071
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4037
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.4953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.43
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.43
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7609
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2341
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.499
UserCPU time millis testing
0.119
UserCPU time millis training
2.38