DEVELOPMENT... OpenML
Run
92517

Run 92517

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 08-12-2014 by Felicia West
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Flow

weka.J48(13)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(13)_C0.25
weka.J48(13)_M2

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
0.9568
Per class
Build CPU time
0.0052
Build memory
555774104.6547
F measure
0.936
Per class
Kappa
0.8593
KB relative information score
606.456
Mean absolute error
0.1107
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
0.936
Per class
Predictive accuracy
0.9361
Prior entropy
0.9348
Recall
0.9361
Per class
Relative absolute error
0.2432
Root mean prior squared error
0.4771
Root mean squared error
0.2362
Root relative squared error
0.4951
SciMark benchmark
940.3415