DEVELOPMENT... OpenML
Run
93480

Run 93480

Task 259 (Supervised Classification) credit-approval Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_B6

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
0.8704
Per class
Build CPU time
0.004
Build memory
868546992
F measure
0.8676
Per class
Kappa
0.7367
KB relative information score
168.4991
Mean absolute error
0.1322
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.876
Per class
Predictive accuracy
0.8678
Prior entropy
0.9913
Recall
0.8678
Per class
Relative absolute error
0.2655
Root mean prior squared error
0.5008
Root mean squared error
0.3635
Root relative squared error
0.7259
SciMark benchmark
946.8522