Run
202222

Run 202222

Task 258 (Supervised Classification) optdigits Uploaded 27-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K5
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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
0.9979
Per class
Cross-validation details (33% Holdout set)
F measure
0.986
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9844
Cross-validation details (33% Holdout set)
KB relative information score
1825.0748
Cross-validation details (33% Holdout set)
Mean absolute error
0.0046
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
0.9861
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.986
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.986
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0258
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.0479
Cross-validation details (33% Holdout set)
Root relative squared error
0.1595
Cross-validation details (33% Holdout set)
SciMark benchmark
930.5999
UserCPU time millis
13730
Cross-validation details (33% Holdout set)
UserCPU time millis testing
13730
Cross-validation details (33% Holdout set)
UserCPU time millis training
Cross-validation details (33% Holdout set)