Run
1852108

Run 1852108

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 12-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.ksvm.preproc(3)Learner mlr.classif.ksvm.preproc from package(s) kernlab.
mlr.classif.ksvm.preproc(3)_fitFALSE
mlr.classif.ksvm.preproc(3)_openml.seed1
mlr.classif.ksvm.preproc(3)_openml.kindMersenne-Twister
mlr.classif.ksvm.preproc(3)_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
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3519.2122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7517
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7504
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7504
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6341
Cross-validation details (10-fold Crossvalidation)