DEVELOPMENT... OpenML
Run
57951

Run 57951

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 14-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I40
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9904
Per class
Build CPU time
60.2786
Build memory
2093941790.6599
F measure
0.9527
Per class
Kappa
0.8962
KB relative information score
675.3178
Mean absolute error
0.0638
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
0.9527
Per class
Predictive accuracy
0.9527
Prior entropy
0.9348
Recall
0.9527
Per class
Relative absolute error
0.1401
Root mean prior squared error
0.4771
Root mean squared error
0.1837
Root relative squared error
0.3851
SciMark benchmark
942.728