Run
1811387

Run 1811387

Task 7536 (Learning Curve) monks-problems-3 Uploaded 16-08-2016 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)_K1
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
0.9734 ± 0.0239
Per class
F measure
0.9693 ± 0.0209
Per class
Kappa
0.9386 ± 0.0417
KB relative information score
420.4865 ± 2.9985
Mean absolute error
0.1405 ± 0.0288
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9696 ± 0.0201
Per class
Predictive accuracy
0.9693 ± 0.0209
Prior entropy
0.9989
Recall
0.9693 ± 0.0209
Per class
Relative absolute error
0.2813 ± 0.0576
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.219 ± 0.0412
Root relative squared error
0.4384 ± 0.0823
SciMark benchmark
1401.2361
UserCPU time millis
60
UserCPU time millis testing
60