DEVELOPMENT... OpenML
Run
200983

Run 200983

Task 1909 (Supervised Classification) credit-approval 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
0.8885
Per class
F measure
0.8501
Per class
Kappa
0.6964
KB relative information score
4225.2986
Mean absolute error
0.1966
Mean prior absolute error
0.494
Number of instances
6900
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.85
Per class
Predictive accuracy
0.8501
Prior entropy
0.9913
Recall
0.8501
Per class
Relative absolute error
0.3979
Root mean prior squared error
0.497
Root mean squared error
0.3564
Root relative squared error
0.7171
SciMark benchmark
854.5188
UserCPU time millis
70
UserCPU time millis testing
70