Run
503287

Run 503287

Task 2094 (Learning Curve) adult Uploaded 28-12-2015 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)_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
0.8766 ± 0.004
Per class
F measure
0.8328 ± 0.005
Per class
Kappa
0.5375 ± 0.0131
KB relative information score
18629.5636 ± 46.5845
Mean absolute error
0.2099 ± 0.0025
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.13.0-71-generic]
Precision
0.8318 ± 0.0048
Per class
Predictive accuracy
0.834 ± 0.0053
Prior entropy
0.7939
Recall
0.834 ± 0.0053
Per class
Relative absolute error
0.5766 ± 0.0069
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3378 ± 0.0032
Root relative squared error
0.7919 ± 0.0075
SciMark benchmark
1631.9523
UserCPU time millis
249650
UserCPU time millis testing
249640
UserCPU time millis training
10