Run
554072

Run 554072

Task 3981 (Supervised Classification) AP_Omentum_Kidney Uploaded 10-04-2016 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.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(4)Weka implementation of AttributeSelectedClassifier
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(4)_Wweka.classifiers.trees.REPTree

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
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
273.486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0641
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3534
Cross-validation details (10-fold Crossvalidation)
Number of instances
337
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9537
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7782
Cross-validation details (10-fold Crossvalidation)
Recall
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1813
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4199
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4853
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1407.3804
UserCPU time millis
1566600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1566590
Cross-validation details (10-fold Crossvalidation)