DEVELOPMENT... OpenML
Run
153505

Run 153505

Task 3020 (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
0.9914
Per class
F measure
0.958
Per class
Kappa
0.9159
KB relative information score
483711.1069
Mean absolute error
0.0932
Mean prior absolute error
0.4997
Number of instances
581012
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9585
Per class
Predictive accuracy
0.958
Prior entropy
0.9996
Recall
0.958
Per class
Relative absolute error
0.1866
Root mean prior squared error
0.4998
Root mean squared error
0.1884
Root relative squared error
0.3768
SciMark benchmark
938.9865
UserCPU time millis
514340
UserCPU time millis testing
11040
UserCPU time millis training
503300