Run
9190777

Run 9190777

Task 167211 (Supervised Classification) Satellite Uploaded 21-04-2018 by Pepijn Obels
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Flow

mlr.classif.randomForest.smoted(1)Learner mlr.classif.randomForest.smoted from package(s) randomForest.
mlr.classif.randomForest.smoted(1)_sw.rate10
mlr.classif.randomForest.smoted(1)_sw.nn23
mlr.classif.randomForest.smoted(1)_sw.standardizeFALSE
mlr.classif.randomForest.smoted(1)_sw.alt.logicFALSE
mlr.classif.randomForest.smoted(1)_ntree50
mlr.classif.randomForest.smoted(1)_mtry2
mlr.classif.randomForest.smoted(1)_openml.seed1
mlr.classif.randomForest.smoted(1)_openml.kindMersenne-Twister
mlr.classif.randomForest.smoted(1)_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
0.9942 ± 0.0041
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9931 ± 0.0022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7538 ± 0.0929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10783.6428 ± 283.9866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0201 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0292 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Number of instances
5100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.993 ± 0.0022
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9933 ± 0.0021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1117
Cross-validation details (10-fold Crossvalidation)
Recall
0.9933 ± 0.0021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6901 ± 0.1069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1204 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0774 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6428 ± 0.0735
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.02
UserCPU time millis testing
0.1
UserCPU time millis training
7.92