DEVELOPMENT... OpenML
Run
80180

Run 80180

Task 3693 (Supervised Classification) fri_c4_100_100 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)_I20
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
0.8232
Per class
Build CPU time
0.0166
Build memory
610499144.8
F measure
0.74
Per class
Kappa
0.4781
KB relative information score
23.0715
Mean absolute error
0.4005
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.74
Per class
Predictive accuracy
0.74
Prior entropy
0.9975
Recall
0.74
Per class
Relative absolute error
0.8038
Root mean prior squared error
0.4991
Root mean squared error
0.4263
Root relative squared error
0.8541
SciMark benchmark
919.2952