Run
543081

Run 543081

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree411
classif.randomForest(50)_mtry18
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.545
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3143
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.09
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.3474
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3413
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3115
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3175
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.3175
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.91
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5842
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3491
Cross-validation details (10-fold Crossvalidation)