Run
169243

Run 169243

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 20-02-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_M2

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
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13879.7774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.56
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5614
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5614
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8311
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9572
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1054.3694
UserCPU time millis
4320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4250
Cross-validation details (10-fold Crossvalidation)