DEVELOPMENT... OpenML
Run
13396

Run 13396

Task 29 (Supervised Classification) credit-approval Uploaded 22-05-2014 by Felicia West
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K10
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9082
Per class
F measure
0.8539
Per class
Kappa
0.7051
KB relative information score
411.9967
Mean absolute error
0.2113
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.855
Per class
Predictive accuracy
0.8536
Prior entropy
0.9913
Recall
0.8536
Per class
Relative absolute error
0.4277
Root mean prior squared error
0.497
Root mean squared error
0.3344
Root relative squared error
0.6729
SciMark benchmark
948.2592[565.94439658822851015.7907504114269483.88543266528814910.53839766977511765.1369023070451]