Run
178482

Run 178482

Task 1923 (Supervised Classification) spambase Uploaded 23-02-2015 by Jan van Rijn
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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
0.5963
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6204
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1976
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
9322.765
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3733
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
46010
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6183
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6267
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6267
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7817
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.611
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.2504
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1384.4418
UserCPU time millis
120
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
110
Cross-validation details (10 times 10-fold Crossvalidation)