Run
53567

Run 53567

Task 1727 (Learning Curve) optdigits Uploaded 08-11-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
Issue #Downvotes for this reason By


Flow

weka.J48(13)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(13)_C0.25
weka.J48(13)_M2

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
0.9516 ± 0.007
Per class
Build CPU time
0.1271
Build memory
784918395.3714
F measure
0.9031 ± 0.0134
Per class
Kappa
0.8924 ± 0.0148
KB relative information score
0.8972 ± 0.0131
Mean absolute error
0.0212 ± 0.0026
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9034 ± 0.0135
Per class
Predictive accuracy
0.9032 ± 0.0133
Prior entropy
3.3218 ± 0.0001
Recall
0.9032 ± 0.0133
Per class
Relative absolute error
0.1177 ± 0.0142
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1339 ± 0.0084
Root relative squared error
0.4462 ± 0.0282
SciMark benchmark
1132.5492