Run
1812547

Run 1812547

Task 125897 (Learning Curve) ozone-level-8hr 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
0.847 ± 0.0407
Per class
F measure
0.9184 ± 0.009
Per class
Kappa
0.1586 ± 0.1048
KB relative information score
-797.3133 ± 19.2545
Mean absolute error
0.0868 ± 0.005
Mean prior absolute error
0.1186 ± 0.0016
Number of instances
2534
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9235 ± 0.0231
Per class
Predictive accuracy
0.9396 ± 0.0056
Prior entropy
0.3411
Recall
0.9396 ± 0.0056
Per class
Relative absolute error
0.7318 ± 0.0372
Root mean prior squared error
0.2432 ± 0.0032
Root mean squared error
0.2169 ± 0.0105
Root relative squared error
0.8919 ± 0.0418
SciMark benchmark
1336.7243
UserCPU time millis
3930
UserCPU time millis testing
3930