Run
8545157

Run 8545157

Task 36 (Supervised Classification) segment Uploaded 19-11-2017 by Arlind Kadra
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Flow

rm.process.polynomial_by_binomial_classification_support_vector_machine(2)A RapidMiner Workflow.
rm.operator.support_vector_machine(3)_kernel_typeradial

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.997 ± 0.0016
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9524 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9439 ± 0.0131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
865.2963 ± 1.2338
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1996 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9542 ± 0.0104
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9519 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9519 ± 0.0113
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8148 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2861 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8175 ± 0.0033
Cross-validation details (10-fold Crossvalidation)