DEVELOPMENT... OpenML
Run
79593

Run 79593

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.9537
Per class
Build CPU time
0.0356
Build memory
116378219.2
F measure
0.8839
Per class
Kappa
0.7639
KB relative information score
159.8125
Mean absolute error
0.1897
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8839
Per class
Predictive accuracy
0.884
Prior entropy
0.9883
Recall
0.884
Per class
Relative absolute error
0.3857
Root mean prior squared error
0.4959
Root mean squared error
0.2949
Root relative squared error
0.5946
SciMark benchmark
941.5201