DEVELOPMENT... OpenML
Run
77339

Run 77339

Task 3638 (Supervised Classification) quake Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.5239
Per class
Build CPU time
32.483
Build memory
1551138744.3783
F measure
0.5258
Per class
Kappa
0.0373
KB relative information score
34.2318
Mean absolute error
0.4857
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
0.5249
Per class
Predictive accuracy
0.5321
Prior entropy
0.9912
Recall
0.5321
Per class
Relative absolute error
0.9833
Root mean prior squared error
0.497
Root mean squared error
0.5202
Root relative squared error
1.0468
SciMark benchmark
913.9794