Run
509002

Run 509002

Task 9958 (Supervised Classification) qualitative-bankruptcy Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.8796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1278
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.316
UserCPU time millis testing
0.08
UserCPU time millis training
0.236