Run
478038

Run 478038

Task 1714 (Learning Curve) breast-w 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
0.975 ± 0.0195
Per class
F measure
0.9527 ± 0.0336
Per class
Kappa
0.8952 ± 0.0738
KB relative information score
625.3779 ± 4.9296
Mean absolute error
0.0459 ± 0.0309
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_36, amd64, Linux, 3.5.0-54-generic]
Precision
0.9527 ± 0.0334
Per class
Predictive accuracy
0.9528 ± 0.0337
Prior entropy
0.9297
Recall
0.9528 ± 0.0337
Per class
Relative absolute error
0.1015 ± 0.0683
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.2094 ± 0.0866
Root relative squared error
0.4406 ± 0.182
SciMark benchmark
1801.8585
UserCPU time millis
20
UserCPU time millis testing
20