Run
8451999

Run 8451999

Task 31 (Supervised Classification) credit-g Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.kknn(9)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(9)_k25
mlr.classif.kknn(9)_openml.seed1
mlr.classif.kknn(9)_openml.kindMersenne-Twister
mlr.classif.kknn(9)_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
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7035
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.9006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9102
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.1549
Total cost
UserCPU time millis
0.477
UserCPU time millis testing
0.47
UserCPU time millis training
0.007