Run
2050824

Run 2050824

Task 145677 (Supervised Classification) Bioresponse Uploaded 18-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.kknn(10)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(10)_k5
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
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4802
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1687.7642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2773
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5585
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.8567
UserCPU time millis
86.938
UserCPU time millis testing
86.363
UserCPU time millis training
0.575