Run
580901

Run 580901

Task 22 (Supervised Classification) mfeat-zernike Uploaded 06-06-2016 by Jan van Rijn
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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
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7222
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1396.1291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0756
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.7453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.693
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1352.159
UserCPU time millis
340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
330
Cross-validation details (10-fold Crossvalidation)