DEVELOPMENT... OpenML
Run
79162

Run 79162

Task 3638 (Supervised Classification) quake 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
0.5296
Per class
Build CPU time
0.8614
Build memory
514317321.0064
F measure
0.5289
Per class
Kappa
0.0433
KB relative information score
49.0343
Mean absolute error
0.4823
Mean prior absolute error
0.4939
Number of instances
2178
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5278
Per class
Predictive accuracy
0.534
Prior entropy
0.9912
Recall
0.534
Per class
Relative absolute error
0.9765
Root mean prior squared error
0.497
Root mean squared error
0.5306
Root relative squared error
1.0678
SciMark benchmark
941.1383