DEVELOPMENT... OpenML
Run
79306

Run 79306

Task 3798 (Supervised Classification) fri_c1_250_10 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)_I80
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
0.956
Per class
Build CPU time
0.0808
Build memory
846694596.8
F measure
0.8755
Per class
Kappa
0.7466
KB relative information score
146.4568
Mean absolute error
0.2248
Mean prior absolute error
0.4929
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
0.8764
Per class
Predictive accuracy
0.876
Prior entropy
0.9898
Recall
0.876
Per class
Relative absolute error
0.456
Root mean prior squared error
0.4964
Root mean squared error
0.2956
Root relative squared error
0.5954
SciMark benchmark
929.0404