DEVELOPMENT... OpenML
Run
79680

Run 79680

Task 3643 (Supervised Classification) sleuth_ex1714 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I40
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.9241
Per class
Build CPU time
0.0057
Build memory
829984691.7447
F measure
0.8515
Per class
Kappa
0.6973
KB relative information score
27.6407
Mean absolute error
0.2101
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8527
Per class
Predictive accuracy
0.8511
Prior entropy
0.9852
Recall
0.8511
Per class
Relative absolute error
0.4293
Root mean prior squared error
0.4944
Root mean squared error
0.3268
Root relative squared error
0.661
SciMark benchmark
941.5201