DEVELOPMENT... OpenML
Run
78963

Run 78963

Task 1787 (Supervised Classification) cmc 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
0.6853
Per class
Build CPU time
0.3526
Build memory
3149722312.7832
F measure
0.5067
Per class
Kappa
0.235
KB relative information score
1716.9959
Mean absolute error
0.3621
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5055
Per class
Predictive accuracy
0.5084
Prior entropy
1.5392
Recall
0.5084
Per class
Relative absolute error
0.8405
Root mean prior squared error
0.4641
Root mean squared error
0.4539
Root relative squared error
0.978
SciMark benchmark
917.2088