DEVELOPMENT... OpenML
Run
201845

Run 201845

Task 4409 (Supervised Classification) kdd_el_nino-small Uploaded 27-02-2015 by Felicia West
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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.

22 Evaluation measures

Area under ROC curve
0.927
Per class
F measure
0.8657
Per class
Kappa
0.7069
KB relative information score
5167.1779
Mean absolute error
0.1513
Mean prior absolute error
0.4553
Number of instances
7820
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8672
Per class
Predictive accuracy
0.8648
Prior entropy
0.9348
Recall
0.8648
Per class
Relative absolute error
0.3323
Root mean prior squared error
0.4771
Root mean squared error
0.3116
Root relative squared error
0.6531
SciMark benchmark
916.6405
UserCPU time millis
50
UserCPU time millis testing
50