Run
478042

Run 478042

Task 1728 (Learning Curve) credit-approval Uploaded 30-11-2015 by Jan van Rijn
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_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
0.8083 ± 0.067
Per class
F measure
0.8125 ± 0.0645
Per class
Kappa
0.6197 ± 0.1309
KB relative information score
426.4074 ± 8.9202
Mean absolute error
0.188 ± 0.0633
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_36, amd64, Linux, 3.5.0-54-generic]
Precision
0.8127 ± 0.0629
Per class
Predictive accuracy
0.813 ± 0.0635
Prior entropy
0.9913
Recall
0.813 ± 0.0635
Per class
Relative absolute error
0.3805 ± 0.1283
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.4317 ± 0.0757
Root relative squared error
0.8687 ± 0.1526
SciMark benchmark
1801.8585
UserCPU time millis
30
UserCPU time millis testing
30