Run
572490

Run 572490

Task 3561 (Supervised Classification) profb Uploaded 09-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRCSyn(2)Learner classif.randomForestSRCSyn from package(s) randomForestSRC.
classif.randomForestSRCSyn(2)_openml.seed1
classif.randomForestSRCSyn(2)_openml.kindMersenne-Twister
classif.randomForestSRCSyn(2)_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
0.5848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
152.3165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3274
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.6726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2138
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3030.126
UserCPU time millis testing
3030.109
UserCPU time millis training
0.017