DEVELOPMENT... OpenML
Run
79857

Run 79857

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.968
Per class
Build CPU time
0.033
Build memory
652603428
F measure
0.8958
Per class
Kappa
0.7881
KB relative information score
175.16
Mean absolute error
0.158
Mean prior absolute error
0.4929
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
0.896
Per class
Predictive accuracy
0.896
Prior entropy
0.9898
Recall
0.896
Per class
Relative absolute error
0.3206
Root mean prior squared error
0.4964
Root mean squared error
0.2661
Root relative squared error
0.536
SciMark benchmark
919.2952