Run
541931

Run 541931

Task 3893 (Supervised Classification) sylva_prior Uploaded 23-03-2016 by Martijn Post
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
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8999
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11566.8119
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0161
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0964
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.7932
UserCPU time millis
1060.8068
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1045.2067
Cross-validation details (10-fold Crossvalidation)