Run
7948861

Run 7948861

Task 282 (Supervised Classification) heart-statlog Uploaded 11-10-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.kknn(15)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(15)_k19
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
0.9085
Per class
Cross-validation details (33% Holdout set)
F measure
0.8196
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6389
Cross-validation details (33% Holdout set)
KB relative information score
46.4591
Cross-validation details (33% Holdout set)
Mean absolute error
0.2551
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
0.8223
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8202
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.8202
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5121
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.3549
Cross-validation details (33% Holdout set)
Root relative squared error
0.7081
Cross-validation details (33% Holdout set)
SciMark benchmark
555.8535
UserCPU time millis
0.045
UserCPU time millis testing
0.043
UserCPU time millis training
0.002