Run
472442

Run 472442

Task 4278 (Supervised Classification) mnist_784 Uploaded 23-08-2015 by Joaquin Vanschoren
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Flow

weka.OLM(3)Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
weka.OLM(3)_R0
weka.OLM(3)_C1
weka.OLM(3)_U0

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
0.5068
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.04
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0133
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
48999.6993
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1778
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
700000
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
0.6684
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.1108
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.3198
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.1108
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9883
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4217
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.4059
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
934.3687
UserCPU time millis
35353510
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
7700290
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
27653220
Cross-validation details (10 times 10-fold Crossvalidation)