Run
8512086

Run 8512086

Task 145854 (Supervised Classification) nomao Uploaded 09-11-2017 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)_k1
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
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30231.7684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0462
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9537
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1808.4147
UserCPU time millis
227.194
UserCPU time millis testing
226.822
UserCPU time millis training
0.372