Run
1812576

Run 1812576

Task 125873 (Learning Curve) adult 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
0.8715 ± 0.0052
Per class
F measure
0.8313 ± 0.0063
Per class
Kappa
0.5346 ± 0.0166
KB relative information score
18198.2052 ± 56.6127
Mean absolute error
0.2128 ± 0.0034
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8306 ± 0.0061
Per class
Predictive accuracy
0.832 ± 0.0067
Prior entropy
0.7939
Recall
0.832 ± 0.0067
Per class
Relative absolute error
0.5845 ± 0.0094
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3414 ± 0.0043
Root relative squared error
0.8002 ± 0.0101
SciMark benchmark
1540.6054
UserCPU time millis
345090
UserCPU time millis testing
345080
UserCPU time millis training
10