DEVELOPMENT... OpenML
Run
195225

Run 195225

Task 4212 (Supervised Classification) vehicle_sensIT Uploaded 26-02-2015 by Felicia West
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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
0.8979
Per class
F measure
0.8509
Per class
Kappa
0.7028
KB relative information score
579472.62
Mean absolute error
0.2215
Mean prior absolute error
0.5
Number of instances
985280
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8557
Per class
Predictive accuracy
0.8514
Prior entropy
1
Recall
0.8514
Per class
Relative absolute error
0.4429
Root mean prior squared error
0.5
Root mean squared error
0.3401
Root relative squared error
0.6803
SciMark benchmark
1287.514
UserCPU time millis
1188270
UserCPU time millis testing
150
UserCPU time millis training
1188120