Run
180822

Run 180822

Task 4548 (Supervised Classification) optdigits Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.OLM(3)Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
weka.OLM(3)_R0
weka.OLM(3)_C1
weka.OLM(3)_U0

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
0.5151
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.072
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0063
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-299326.4502
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.8711
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
56200
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9089
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.1289
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.1289
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
4.7611
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.9333
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
3.0868
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1301.9956
UserCPU time millis
118420
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20300
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
98120
Cross-validation details (10 times 10-fold Crossvalidation)