Run
540041

Run 540041

Task 3882 (Supervised Classification) pendigits Uploaded 22-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree176
classif.randomForest(50)_mtry4
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
0.9909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10688.7257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.9962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0205
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2024
Cross-validation details (10-fold Crossvalidation)