Run
3889674

Run 3889674

Task 145794 (Supervised Classification) satellite_image Uploaded 04-07-2017 by Joaquin Vanschoren
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Flow

mlr.classif.rpart(37)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(37)_xval0
mlr.classif.rpart(37)_openml.seed1
mlr.classif.rpart(37)_openml.kindMersenne-Twister
mlr.classif.rpart(37)_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.

20 Evaluation measures

Area under ROC curve
0.88
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4889.8596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0637
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6435
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7997
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8089
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6869
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.01
UserCPU time millis testing
0.037
UserCPU time millis training
0.973