DEVELOPMENT... OpenML
Run
152781

Run 152781

Task 43 (Supervised Classification) spambase 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
0.9823
Per class
F measure
0.9527
Per class
Kappa
0.9006
KB relative information score
3803.2494
Mean absolute error
0.0898
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9529
Per class
Predictive accuracy
0.9528
Prior entropy
0.9674
Recall
0.9528
Per class
Relative absolute error
0.188
Root mean prior squared error
0.4886
Root mean squared error
0.2007
Root relative squared error
0.4107
SciMark benchmark
902.4773
UserCPU time millis
490
UserCPU time millis testing
20
UserCPU time millis training
470