Run
522086

Run 522086

Task 3688 (Supervised Classification) houses Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.plsdaCaret(6)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(6)_seed1
classif.plsdaCaret(6)_kindMersenne-Twister
classif.plsdaCaret(6)_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
0.5003
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4144
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2318.9441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.432
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4907
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8804
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6573
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3269
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.625
UserCPU time millis testing
0.115
UserCPU time millis training
2.51