Run
554526

Run 554526

Task 3844 (Supervised Classification) kdd_internet_usage Uploaded 10-04-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1

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
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6137.3852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1498
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3929
Cross-validation details (10-fold Crossvalidation)
Number of instances
10108
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8395
Cross-validation details (10-fold Crossvalidation)
Recall
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3813
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6548
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.908
UserCPU time millis
39875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
62.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
39812.5
Cross-validation details (10-fold Crossvalidation)