Run
202024

Run 202024

Task 4548 (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)_K3
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
0.9955
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.997
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9837
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
54366.8185
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0044
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.997
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.997
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.997
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0241
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
0.0527
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.1743
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
934.4732
UserCPU time millis
16330
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
16330
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)