Run
522037

Run 522037

Task 3687 (Supervised Classification) cal_housing 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
0.5708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1584
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4875.2579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3628
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6457
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6372
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.6372
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.752
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2264
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.623
UserCPU time millis testing
0.113
UserCPU time millis training
2.51