Run
10587679

Run 10587679

Task 3 (Supervised Classification) kr-vs-kp Uploaded 14-01-2022 by Oleksandr Zadorozhnyi
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Flow

mlr.classif.randomForest(52)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(52)_openml.seed1
mlr.classif.randomForest(52)_openml.kindMersenne-Twister
mlr.classif.randomForest(52)_openml.normal.kindInversion
mlr.classif.randomForest(52)_openml.sample.kindRejection

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
0.9873 ± 0.0073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9875 ± 0.0072
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9749 ± 0.0145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9749 ± 0.0145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0125 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9875 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9875 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9875 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0251 ± 0.0145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1119 ± 0.0443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.224 ± 0.0886
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.93
UserCPU time millis testing
0.27
UserCPU time millis training
7.66
Unweighted recall
0.9873 ± 0.0073
Cross-validation details (10-fold Crossvalidation)