Run
8499794

Run 8499794

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 08-11-2017 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)_k21
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
0.9166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
565.1151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2163
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4837
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6876
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.59
UserCPU time millis
0.362
UserCPU time millis testing
0.353
UserCPU time millis training
0.009