DEVELOPMENT... OpenML
Run
46210

Run 46210

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 30-10-2014 by Felicia West
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Flow

weka.MultiBoostAB_ADTree(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.MultiBoostAB_ADTree(2)_C3
weka.MultiBoostAB_ADTree(2)_P100
weka.MultiBoostAB_ADTree(2)_S1
weka.MultiBoostAB_ADTree(2)_I40
weka.MultiBoostAB_ADTree(2)_Wweka.classifiers.trees.ADTree

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.

21 Evaluation measures

Area under ROC curve
0.9119
Per class
Build CPU time
18207.213
Build memory
948133868.1789
F measure
0.853
Per class
Kappa
0.707
KB relative information score
69351.4553
Mean absolute error
0.1485
Mean prior absolute error
0.5
Number of instances
98528
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8577
Per class
Predictive accuracy
0.8535
Prior entropy
1
Recall
0.8535
Per class
Relative absolute error
0.297
Root mean prior squared error
0.5
Root mean squared error
0.3662
Root relative squared error
0.7325
SciMark benchmark
938.4414