Run
539800

Run 539800

Task 3542 (Supervised Classification) analcatdata_lawsuit Uploaded 22-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree463
classif.randomForest(54)_mtry6
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.0691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0227
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1363
Cross-validation details (10-fold Crossvalidation)
Number of instances
264
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.385
Cross-validation details (10-fold Crossvalidation)
Recall
0.9773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1667
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2585
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5833
Cross-validation details (10-fold Crossvalidation)