DEVELOPMENT... OpenML
Run
97073

Run 97073

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 08-12-2014 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)_I10
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
0.9784
Per class
Build CPU time
0.0284
Build memory
1316972857.1867
F measure
0.9195
Per class
Kappa
0.8235
KB relative information score
622.5994
Mean absolute error
0.0916
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
0.9197
Per class
Predictive accuracy
0.9194
Prior entropy
0.9348
Recall
0.9194
Per class
Relative absolute error
0.2012
Root mean prior squared error
0.4771
Root mean squared error
0.2241
Root relative squared error
0.4697
SciMark benchmark
933.0871