DEVELOPMENT... OpenML
Run
79708

Run 79708

Task 3654 (Supervised Classification) fri_c1_100_10 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
0.8972
Per class
Build CPU time
0.0168
Build memory
419752644.8
F measure
0.86
Per class
Kappa
0.719
KB relative information score
45.0102
Mean absolute error
0.2933
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
0.86
Per class
Predictive accuracy
0.86
Prior entropy
0.9975
Recall
0.86
Per class
Relative absolute error
0.5886
Root mean prior squared error
0.4991
Root mean squared error
0.362
Root relative squared error
0.7253
SciMark benchmark
946.5543