DEVELOPMENT... OpenML
Run
78883

Run 78883

Task 2125 (Supervised Classification) eucalyptus 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)_I160
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
0.8506
Per class
Build CPU time
0.386
Build memory
3320148224
F measure
0.5365
Per class
Kappa
0.4073
KB relative information score
100.2219
Mean absolute error
0.2147
Mean prior absolute error
0.3134
Number of instances
242
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5489
Per class
Predictive accuracy
0.5413
Prior entropy
2.2629
Recall
0.5413
Per class
Relative absolute error
0.685
Root mean prior squared error
0.3959
Root mean squared error
0.3351
Root relative squared error
0.8463
SciMark benchmark
917.2088