Run
245005

Run 245005

Task 258 (Supervised Classification) optdigits Uploaded 03-03-2015 by Joaquin Vanschoren
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Flow

weka.RBFClassifier(3)Weka implementation of RBFClassifier
weka.RBFClassifier(3)_N2
weka.RBFClassifier(3)_R0.01
weka.RBFClassifier(3)_L1.0E-6
weka.RBFClassifier(3)_C2
weka.RBFClassifier(3)_P1
weka.RBFClassifier(3)_E1
weka.RBFClassifier(3)_S1

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
0.9161
Per class
Cross-validation details (33% Holdout set)
F measure
0.5228
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5419
Cross-validation details (33% Holdout set)
KB relative information score
830.7817
Cross-validation details (33% Holdout set)
Mean absolute error
0.1354
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
1854
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5646
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5874
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.5874
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.752
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.2418
Cross-validation details (33% Holdout set)
Root relative squared error
0.8062
Cross-validation details (33% Holdout set)
SciMark benchmark
1334.9657
UserCPU time millis
800
Cross-validation details (33% Holdout set)
UserCPU time millis testing
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
780
Cross-validation details (33% Holdout set)