DEVELOPMENT... OpenML
Run
82141

Run 82141

Task 3638 (Supervised Classification) quake Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I80
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_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
0.5226
Per class
Build CPU time
0.6536
Build memory
775787262.2369
F measure
0.5214
Per class
Kappa
0.0318
KB relative information score
25.9618
Mean absolute error
0.4879
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
0.5227
Per class
Predictive accuracy
0.534
Prior entropy
0.9912
Recall
0.534
Per class
Relative absolute error
0.9878
Root mean prior squared error
0.497
Root mean squared error
0.5094
Root relative squared error
1.025
SciMark benchmark
902.5808