DEVELOPMENT... OpenML
Run
165729

Run 165729

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 17-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I160
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.9108
Per class
F measure
0.8493
Per class
Kappa
0.7011
KB relative information score
68100.5055
Mean absolute error
0.1557
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
0.863
Per class
Predictive accuracy
0.8506
Prior entropy
1
Recall
0.8506
Per class
Relative absolute error
0.3114
Root mean prior squared error
0.5
Root mean squared error
0.3611
Root relative squared error
0.7223
SciMark benchmark
942.6953
UserCPU time millis
2747270
UserCPU time millis testing
2120
UserCPU time millis training
2745150