DEVELOPMENT... OpenML
Run
79427

Run 79427

Task 246 (Supervised Classification) mfeat-karhunen 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
0.9986
Per class
Build CPU time
1.525
Build memory
1489040032
F measure
0.9743
Per class
Kappa
0.9714
KB relative information score
529.3079
Mean absolute error
0.066
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
0.9746
Per class
Predictive accuracy
0.9742
Prior entropy
3.3219
Recall
0.9742
Per class
Relative absolute error
0.3668
Root mean prior squared error
0.3
Root mean squared error
0.1327
Root relative squared error
0.4423
SciMark benchmark
931.0999