Run
545794

Run 545794

Task 3637 (Supervised Classification) analcatdata_michiganacc Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.8524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2963
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0954
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.712
UserCPU time millis testing
0.261
UserCPU time millis training
0.451