DEVELOPMENT... OpenML
Run
79719

Run 79719

Task 3658 (Supervised Classification) fri_c3_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)_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
0.9584
Per class
Build CPU time
0.0475
Build memory
308211671.2
F measure
0.8881
Per class
Kappa
0.7751
KB relative information score
152.1997
Mean absolute error
0.2136
Mean prior absolute error
0.4968
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
0.8887
Per class
Predictive accuracy
0.888
Prior entropy
0.9955
Recall
0.888
Per class
Relative absolute error
0.4299
Root mean prior squared error
0.4984
Root mean squared error
0.2917
Root relative squared error
0.5854
SciMark benchmark
919.2952