DEVELOPMENT... OpenML
Run
79330

Run 79330

Task 3808 (Supervised Classification) kidney 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)_I80
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
0.8892
Per class
Build CPU time
0.0165
Build memory
413180414.7368
F measure
0.8158
Per class
Kappa
0.6306
KB relative information score
35.1404
Mean absolute error
0.2814
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8158
Per class
Predictive accuracy
0.8158
Prior entropy
0.9981
Recall
0.8158
Per class
Relative absolute error
0.5644
Root mean prior squared error
0.4993
Root mean squared error
0.3691
Root relative squared error
0.7392
SciMark benchmark
929.0404