Run
7948858

Run 7948858

Task 282 (Supervised Classification) heart-statlog Uploaded 11-10-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.kknn(15)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(15)_k4
mlr.classif.kknn(15)_openml.seed1
mlr.classif.kknn(15)_openml.kindMersenne-Twister
mlr.classif.kknn(15)_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
0.8771
Per class
Cross-validation details (33% Holdout set)
F measure
0.7864
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5722
Cross-validation details (33% Holdout set)
KB relative information score
49.66
Cross-validation details (33% Holdout set)
Mean absolute error
0.228
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4981
Cross-validation details (33% Holdout set)
Number of instances
89
Per class
Cross-validation details (33% Holdout set)
Precision
0.7865
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7865
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.7865
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4576
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.3833
Cross-validation details (33% Holdout set)
Root relative squared error
0.7648
Cross-validation details (33% Holdout set)
SciMark benchmark
583.0547
UserCPU time millis
0.058
UserCPU time millis testing
0.057
UserCPU time millis training
0.001