Run
289177

Run 289177

Task 258 (Supervised Classification) optdigits Uploaded 14-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.KStar(3)John G. Cleary, Leonard E. Trigg: K*: An Instance-based Learner Using an Entropic Distance Measure. In: 12th International Conference on Machine Learning, 108-114, 1995.
weka.KStar(3)_B20
weka.KStar(3)_Ma

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
0.9971
Per class
Cross-validation details (33% Holdout set)
F measure
0.9774
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9748
Cross-validation details (33% Holdout set)
KB relative information score
1813.75
Cross-validation details (33% Holdout set)
Mean absolute error
0.0047
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9776
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9773
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.9773
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.026
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.0627
Cross-validation details (33% Holdout set)
Root relative squared error
0.2091
Cross-validation details (33% Holdout set)
SciMark benchmark
942.9708
UserCPU time millis
332430
Cross-validation details (33% Holdout set)
UserCPU time millis testing
332430
Cross-validation details (33% Holdout set)