Run
8311353

Run 8311353

Task 3896 (Supervised Classification) ada_agnostic Uploaded 29-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.kknn(10)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(10)_k30
mlr.classif.kknn(10)_openml.seed1
mlr.classif.kknn(10)_openml.kindMersenne-Twister
mlr.classif.kknn(10)_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.

21 Evaluation measures

Area under ROC curve
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4725
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1430.0246
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2448
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8084
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8187
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8187
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8207
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.6923
UserCPU time millis
2.473
UserCPU time millis testing
2.282
UserCPU time millis training
0.191