Run
1812494

Run 1812494

Task 10044 (Learning Curve) Amazon_employee_access 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
0.8275 ± 0.0131
Per class
F measure
0.9334 ± 0.0032
Per class
Kappa
0.2938 ± 0.039
KB relative information score
-14134.4003 ± 140.8916
Mean absolute error
0.0874 ± 0.0016
Mean prior absolute error
0.1091 ± 0.0001
Number of instances
32769
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9312 ± 0.004
Per class
Predictive accuracy
0.945 ± 0.0021
Prior entropy
0.3191
Recall
0.945 ± 0.0021
Per class
Relative absolute error
0.8014 ± 0.0146
Root mean prior squared error
0.2335 ± 0.0003
Root mean squared error
0.2136 ± 0.0033
Root relative squared error
0.9146 ± 0.014
SciMark benchmark
1512.7331
UserCPU time millis
93970
UserCPU time millis testing
93970