Run
522018

Run 522018

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(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
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14883.9496
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1325
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
0.8671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8675
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8675
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.741
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
134.614
UserCPU time millis testing
11.587
UserCPU time millis training
123.027