Run
580917

Run 580917

Task 58 (Supervised Classification) waveform-5000 Uploaded 06-06-2016 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.RandomCommittee_RandomTree(4)Weka implementation of RandomCommittee
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.RandomCommittee_RandomTree(4)_S1
weka.RandomCommittee_RandomTree(4)_num-slots1
weka.RandomCommittee_RandomTree(4)_I10
weka.RandomCommittee_RandomTree(4)_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
0.9502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3315.6357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.182
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6159
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.935
UserCPU time millis
640
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
610
Cross-validation details (10-fold Crossvalidation)