Run
29697

Run 29697

Task 2350 (Supervised Classification) IMDB.drama Uploaded 12-10-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_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.

21 Evaluation measures

Area under ROC curve
0.5447
Per class
Cross-validation details (33% Holdout set)
Build CPU time
133574.415
Cross-validation details (33% Holdout set)
Build memory
2226927784
Cross-validation details (33% Holdout set)
F measure
0.5532
Per class
Cross-validation details (33% Holdout set)
Kappa
0.0347
Cross-validation details (33% Holdout set)
KB relative information score
261.8182
Cross-validation details (33% Holdout set)
Mean absolute error
0.4534
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4629
Cross-validation details (33% Holdout set)
Number of instances
39903
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5596
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6109
Cross-validation details (33% Holdout set)
Prior entropy
0.9444
Cross-validation details (33% Holdout set)
Recall
0.6109
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9795
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4816
Cross-validation details (33% Holdout set)
Root mean squared error
0.488
Cross-validation details (33% Holdout set)
Root relative squared error
1.0132
Cross-validation details (33% Holdout set)
SciMark benchmark
939.2457