Run
538392

Run 538392

Task 3708 (Supervised Classification) house_8L Uploaded 18-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost10.8
classif.svm(8)_kernelsigmoid
classif.svm(8)_coef00.0306
classif.svm(8)_gamma4.37e-05
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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.

17 Evaluation measures

Area under ROC curve
0.7164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12525.7385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1744
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
0.8428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9148
Cross-validation details (10-fold Crossvalidation)