DEVELOPMENT... OpenML
Run
79090

Run 79090

Task 2079 (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)_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
0.8586
Per class
Build CPU time
0.2066
Build memory
2851310445.837
F measure
0.5724
Per class
Kappa
0.4523
KB relative information score
330.2043
Mean absolute error
0.2069
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5743
Per class
Predictive accuracy
0.5734
Prior entropy
2.2629
Recall
0.5734
Per class
Relative absolute error
0.6604
Root mean prior squared error
0.3957
Root mean squared error
0.3296
Root relative squared error
0.8329
SciMark benchmark
941.3608