DEVELOPMENT... OpenML
Run
82274

Run 82274

Task 3704 (Supervised Classification) kdd_el_nino-small 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
0.9796
Per class
Build CPU time
0.1833
Build memory
195373359.7954
F measure
0.9146
Per class
Kappa
0.8129
KB relative information score
620.6274
Mean absolute error
0.0924
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.915
Per class
Predictive accuracy
0.9143
Prior entropy
0.9348
Recall
0.9143
Per class
Relative absolute error
0.2029
Root mean prior squared error
0.4771
Root mean squared error
0.2254
Root relative squared error
0.4725
SciMark benchmark
938.5838