DEVELOPMENT... OpenML
Run
79806

Run 79806

Task 4001 (Supervised Classification) pc1_req 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
0.5799
Per class
Build CPU time
0.062
Build memory
1017714747.2
F measure
0.6405
Per class
Kappa
0.1695
KB relative information score
19.3298
Mean absolute error
0.4104
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.646
Per class
Predictive accuracy
0.675
Prior entropy
0.9204
Recall
0.675
Per class
Relative absolute error
0.9214
Root mean prior squared error
0.4718
Root mean squared error
0.4891
Root relative squared error
1.0368
SciMark benchmark
941.5201