DEVELOPMENT... OpenML
Run
80502

Run 80502

Task 3670 (Supervised Classification) fri_c4_500_50 Uploaded 02-12-2014 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)_I10
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
0.8557
Per class
Build CPU time
0.0523
Build memory
405594407.2
F measure
0.7758
Per class
Kappa
0.554
KB relative information score
161.6477
Mean absolute error
0.355
Mean prior absolute error
0.4984
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7829
Per class
Predictive accuracy
0.776
Prior entropy
0.9978
Recall
0.776
Per class
Relative absolute error
0.7122
Root mean prior squared error
0.4992
Root mean squared error
0.401
Root relative squared error
0.8032
SciMark benchmark
947.4258