DEVELOPMENT... OpenML
Run
78833

Run 78833

Task 3646 (Supervised Classification) rabe_265 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
0.6802
Per class
Build CPU time
0.0229
Build memory
736739039.5294
F measure
0.657
Per class
Kappa
0.2864
KB relative information score
9.2947
Mean absolute error
0.4039
Mean prior absolute error
0.485
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6607
Per class
Predictive accuracy
0.6667
Prior entropy
0.9791
Recall
0.6667
Per class
Relative absolute error
0.8328
Root mean prior squared error
0.4922
Root mean squared error
0.4653
Root relative squared error
0.9454
SciMark benchmark
945.3987