DEVELOPMENT... OpenML
Run
152874

Run 152874

Task 2072 (Supervised Classification) covertype Uploaded 10-02-2015 by Felicia West
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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
0.9363
Per class
F measure
0.8597
Per class
Kappa
0.7862
KB relative information score
77759.8955
Mean absolute error
0.0626
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8594
Per class
Predictive accuracy
0.8638
Prior entropy
1.8698
Recall
0.8638
Per class
Relative absolute error
0.338
Root mean prior squared error
0.3044
Root mean squared error
0.1838
Root relative squared error
0.604
SciMark benchmark
932.3943
UserCPU time millis
33110
UserCPU time millis testing
1590
UserCPU time millis training
31520