DEVELOPMENT... OpenML
Run
186626

Run 186626

Task 4416 (Supervised Classification) elevators Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_num-slots1

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
0.9189
Per class
F measure
0.8619
Per class
Kappa
0.6677
KB relative information score
85289.042
Mean absolute error
0.2168
Mean prior absolute error
0.4271
Number of instances
165990
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8689
Per class
Predictive accuracy
0.8678
Prior entropy
0.8921
Recall
0.8678
Per class
Relative absolute error
0.5076
Root mean prior squared error
0.4621
Root mean squared error
0.3128
Root relative squared error
0.6769
SciMark benchmark
1318.5526
UserCPU time millis
10880
UserCPU time millis testing
1630
UserCPU time millis training
9250