Run
1811439

Run 1811439

Task 125871 (Learning Curve) AP_Breast_Ovary Uploaded 16-08-2016 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
0.9261 ± 0.0299
Per class
F measure
0.9458 ± 0.023
Per class
Kappa
0.882 ± 0.0505
KB relative information score
475.7472 ± 2.9025
Mean absolute error
0.0553 ± 0.0221
Mean prior absolute error
0.4639 ± 0.002
Number of instances
542
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9483 ± 0.0206
Per class
Predictive accuracy
0.9465 ± 0.0222
Prior entropy
0.9474
Recall
0.9465 ± 0.0222
Per class
Relative absolute error
0.1193 ± 0.0477
Root mean prior squared error
0.4815 ± 0.0021
Root mean squared error
0.2308 ± 0.0497
Root relative squared error
0.4794 ± 0.1035
SciMark benchmark
1388.3443
UserCPU time millis
16750
UserCPU time millis testing
16750