DEVELOPMENT... OpenML
Run
78806

Run 78806

Task 3635 (Supervised Classification) fri_c1_250_50 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)_I160
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
0.9211
Per class
Build CPU time
0.223
Build memory
1205137128.8
F measure
0.8428
Per class
Kappa
0.6819
KB relative information score
77.7639
Mean absolute error
0.3665
Mean prior absolute error
0.4954
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
0.8463
Per class
Predictive accuracy
0.844
Prior entropy
0.9934
Recall
0.844
Per class
Relative absolute error
0.7397
Root mean prior squared error
0.4977
Root mean squared error
0.3885
Root relative squared error
0.7806
SciMark benchmark
940.4855