DEVELOPMENT... OpenML
Run
79202

Run 79202

Task 3916 (Supervised Classification) kc1-binary 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
0.8125
Per class
Build CPU time
0.075
Build memory
487258172.1379
F measure
0.7534
Per class
Kappa
0.4981
KB relative information score
52.137
Mean absolute error
0.3175
Mean prior absolute error
0.4853
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7595
Per class
Predictive accuracy
0.7517
Prior entropy
0.979
Recall
0.7517
Per class
Relative absolute error
0.6542
Root mean prior squared error
0.4925
Root mean squared error
0.4116
Root relative squared error
0.8357
SciMark benchmark
941.0866