Run
25580

Run 25580

Task 87 (Learning Curve) optdigits Uploaded 19-08-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.IBk(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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.

21 Evaluation measures

Area under ROC curve
0.9928 ± 0.0026
Per class
Build CPU time
0.0004
Build memory
4724201246.7943
F measure
0.987 ± 0.0047
Per class
Kappa
0.9855 ± 0.0052
KB relative information score
0.9856 ± 0.0049
Mean absolute error
0.003 ± 0.0009
Mean prior absolute error
0.18 ± 0
Number of instances
56200
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.9871 ± 0.0045
Per class
Predictive accuracy
0.987 ± 0.0047
Prior entropy
3.3218 ± 0.0001
Recall
0.987 ± 0.0047
Per class
Relative absolute error
0.0164 ± 0.0052
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.051 ± 0.0096
Root relative squared error
0.17 ± 0.032
SciMark benchmark
1130.9587[697.4173092955946961.0748763849452534.5988721466256978.14931638449932483.5532637687365]