Run
522410

Run 522410

Task 3708 (Supervised Classification) house_8L Uploaded 08-02-2016 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
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6852
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15533.5907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.769
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
267.785
UserCPU time millis testing
7.242
UserCPU time millis training
260.543