Run
153136

Run 153136

Task 2264 (Supervised Classification) BNG(hepatitis) Uploaded 10-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomCommittee_RandomTree(2)Weka implementation of RandomCommittee
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.RandomCommittee_RandomTree(2)_S1
weka.RandomCommittee_RandomTree(2)_num-slots1
weka.RandomCommittee_RandomTree(2)_I10
weka.RandomCommittee_RandomTree(2)_Wweka.classifiers.trees.RandomTree

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
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
684037.0478
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0979
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3293
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7373
Cross-validation details (10-fold Crossvalidation)
Recall
0.9321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4057
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5571
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
933.8635
UserCPU time millis
314130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
304020
Cross-validation details (10-fold Crossvalidation)