Run
574100

Run 574100

Task 28 (Supervised Classification) optdigits Uploaded 31-05-2016 by Jan van Rijn
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Flow

weka.HyperPipes(2)Weka implementation of HyperPipes

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
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.8194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1796
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.3294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9978
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9979
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1630.9577
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)