Run
514645

Run 514645

Task 3736 (Supervised Classification) boston Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
374.2776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1245
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7166
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.662
UserCPU time millis testing
0.075
UserCPU time millis training
0.587