Run
549208

Run 549208

Task 3992 (Supervised Classification) AP_Breast_Kidney Uploaded 08-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_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
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8923
Cross-validation details (10-fold Crossvalidation)
KB relative information score
536.8493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0545
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4904
Cross-validation details (10-fold Crossvalidation)
Number of instances
604
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9861
Cross-validation details (10-fold Crossvalidation)
Recall
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4951
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4553
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1211.4335
UserCPU time millis
4140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4130
Cross-validation details (10-fold Crossvalidation)