Run
6042623

Run 6042623

Task 12 (Supervised Classification) mfeat-factors Uploaded 22-07-2017 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)_R0.0885405771893914
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
0.9988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9806
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1956.3048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1875
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1673.1946
UserCPU time millis
57820
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
57800
Cross-validation details (10-fold Crossvalidation)