DEVELOPMENT... OpenML
Run
79970

Run 79970

Task 242 (Supervised Classification) mfeat-factors 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
0.9991
Per class
Build CPU time
0.807
Build memory
253555496
F measure
0.9652
Per class
Kappa
0.9613
KB relative information score
585.8113
Mean absolute error
0.0387
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9659
Per class
Predictive accuracy
0.9652
Prior entropy
3.3219
Recall
0.9652
Per class
Relative absolute error
0.2151
Root mean prior squared error
0.3
Root mean squared error
0.1015
Root relative squared error
0.3382
SciMark benchmark
943.4766