DEVELOPMENT... OpenML
Run
170603

Run 170603

Task 4391 (Supervised Classification) house_16H Uploaded 20-02-2015 by Jason
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Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_M2

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
0.8536
Per class
F measure
0.8594
Per class
Kappa
0.6604
KB relative information score
134239.0601
Mean absolute error
0.1681
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8588
Per class
Predictive accuracy
0.8603
Prior entropy
0.8764
Recall
0.8603
Per class
Relative absolute error
0.4034
Root mean prior squared error
0.4565
Root mean squared error
0.3465
Root relative squared error
0.7591
SciMark benchmark
1505.597
UserCPU time millis
1220
UserCPU time millis testing
20
UserCPU time millis training
1200