Run
522099

Run 522099

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

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9373
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19337.3195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0307
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
0.9693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.9693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3538
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
61.714
UserCPU time millis testing
1.873
UserCPU time millis training
59.841