Run
1812517

Run 1812517

Task 125862 (Learning Curve) la1s.wc Uploaded 17-08-2016 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)_K10
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
0.7176 ± 0.0247
Per class
F measure
0.237 ± 0.0222
Per class
Kappa
0.1581 ± 0.03
KB relative information score
828.3305 ± 8.6019
Mean absolute error
0.2294 ± 0.0066
Mean prior absolute error
0.2665 ± 0.0001
Number of instances
3204
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.6384 ± 0.051
Per class
Predictive accuracy
0.2918 ± 0.0257
Prior entropy
2.4437
Recall
0.2918 ± 0.0257
Per class
Relative absolute error
0.8608 ± 0.0249
Root mean prior squared error
0.365 ± 0.0001
Root mean squared error
0.422 ± 0.0107
Root relative squared error
1.1561 ± 0.0292
SciMark benchmark
1379.6207
UserCPU time millis
51570
UserCPU time millis testing
51560
UserCPU time millis training
10