DEVELOPMENT... OpenML
Run
153415

Run 153415

Task 7287 (Supervised Classification) adult 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
0.8038
Per class
Average cost
0.09
F measure
0.8167
Per class
Kappa
0.4884
KB relative information score
19142.9299
Mean absolute error
0.2016
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8145
Per class
Predictive accuracy
0.8199
Prior entropy
0.7939
Recall
0.8199
Per class
Relative absolute error
0.5537
Root mean prior squared error
0.4266
Root mean squared error
0.385
Root relative squared error
0.9025
SciMark benchmark
929.566
Total cost
4398
UserCPU time millis
4150
UserCPU time millis testing
680
UserCPU time millis training
3470