Run
153239

Run 153239

Task 3818 (Supervised Classification) tae Uploaded 10-02-2015 by Joaquin Vanschoren
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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
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.2091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
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
0.7902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.7881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8762
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
902.4773
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)