Run
6042826

Run 6042826

Task 2075 (Supervised Classification) abalone Uploaded 23-07-2017 by Miguel Cachada
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Flow

weka.Logistic(8)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(8)_R0.017154796302377553
weka.Logistic(8)_M-1
weka.Logistic(8)_num-decimal-places4

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
0.7765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2517
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1101.2968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0558
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.2504
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9525
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1653.0191
UserCPU time millis
35180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
220
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
34960
Cross-validation details (10-fold Crossvalidation)