Run
1815892

Run 1815892

Task 10 (Supervised Classification) lymph Uploaded 09-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ksvm(4)Learner mlr.classif.ksvm from package(s) kernlab.
mlr.classif.ksvm(4)_typespoc-svc
mlr.classif.ksvm(4)_fitFALSE
mlr.classif.ksvm(4)_openml.seed1
mlr.classif.ksvm(4)_openml.kindMersenne-Twister
mlr.classif.ksvm(4)_openml.normal.kindInversion

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
0.8553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.1142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0743
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7491
Cross-validation details (10-fold Crossvalidation)