Run
536903

Run 536903

Task 289 (Supervised Classification) iris Uploaded 15-03-2016 by Michel Lang
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Flow

classif.randomForest(46)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(46)_ntree2
classif.randomForest(46)_seed1
classif.randomForest(46)_kindMersenne-Twister
classif.randomForest(46)_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.

20 Evaluation measures

Area under ROC curve
0.9233
Per class
Cross-validation details (33% Holdout set)
F measure
0.8977
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8471
Cross-validation details (33% Holdout set)
KB relative information score
42.1546
Cross-validation details (33% Holdout set)
Mean absolute error
0.068
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4444
Cross-validation details (33% Holdout set)
Number of instances
49
Per class
Cross-validation details (33% Holdout set)
Precision
0.9068
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.898
Cross-validation details (33% Holdout set)
Prior entropy
1.585
Cross-validation details (33% Holdout set)
Recall
0.898
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1531
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4714
Cross-validation details (33% Holdout set)
Root mean squared error
0.2608
Cross-validation details (33% Holdout set)
Root relative squared error
0.5533
Cross-validation details (33% Holdout set)
UserCPU time millis
0.087
UserCPU time millis testing
0.016
UserCPU time millis training
0.071