Run
559825

Run 559825

Task 3916 (Supervised Classification) kc1-binary Uploaded 15-04-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_RandomForest( 2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_RandomForest(2)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_RandomForest(2)_Wweka.classifiers.trees.RandomForest

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
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4957
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3209
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4853
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7517
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.7517
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8508
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1892.0925
UserCPU time millis
62.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
62.5
Cross-validation details (10-fold Crossvalidation)