Run
1852074

Run 1852074

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 12-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.kknn.preproc(7)Learner mlr.classif.kknn.preproc from package(s) !kknn.
mlr.classif.kknn.preproc(7)_openml.seed1
mlr.classif.kknn.preproc(7)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc(7)_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.

17 Evaluation measures

Area under ROC curve
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6924
Cross-validation details (10-fold Crossvalidation)
KB relative information score
606.9678
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1903
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
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4254
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7052
Cross-validation details (10-fold Crossvalidation)