Run
549196

Run 549196

Task 3983 (Supervised Classification) AP_Ovary_Kidney Uploaded 08-04-2016 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(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
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
407.9239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0535
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4909
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
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
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9476
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9869
Cross-validation details (10-fold Crossvalidation)
Recall
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.109
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4603
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1138.1438
UserCPU time millis
3000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2980
Cross-validation details (10-fold Crossvalidation)