DEVELOPMENT... OpenML
Run
79671

Run 79671

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)_I40
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
0.5294
Per class
Build CPU time
0.5069
Build memory
333699787.4821
F measure
0.5333
Per class
Kappa
0.0524
KB relative information score
50.2805
Mean absolute error
0.4821
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
0.5324
Per class
Predictive accuracy
0.539
Prior entropy
0.9912
Recall
0.539
Per class
Relative absolute error
0.9761
Root mean prior squared error
0.497
Root mean squared error
0.532
Root relative squared error
1.0705
SciMark benchmark
946.5543